Using Causal ML Instead of A/B Testing

Counterfactual questions are among the most important topics in business. I hear companies asking this kind of questions all the time. Afterward, the average user spending was 100 $. But how do we know what they would have spent if we didn't do our action?" These problems are usually addressed through A/B testing.